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Open access Aug 2026

Two-Stage Meta-Learning with Matched Feature Regularization for Cross-Subject sEMG Gesture Recognition Under Posture Variation

Surface electromyography (sEMG)-based gesture recognition has attracted considerable attention in intelligent prosthesis control, human–computer interaction, and rehabilitation assistance. However, practical deployment remains challenging because new users can usually provide only a few labeled samples for calibration....

Qi Li, Ying He, An-Yuan Zhang · 0 citations
Open access Sep 2026

UAV Visual Localization Method Based on Token-Level Local Matching Reranking and Neighborhood-Consistent Position Fusion

UAV visual localization aims to utilize real-time ground observation imagery captured by drone platforms to retrieve the most relevant images from a large-scale satellite remote sensing image database and thereby estimate their corresponding geographic coordinates. It is a critical task in autonomous navigation of unma...

Jia-Xin Liu, Yun-Qing Liu, Qi Li et al. · 0 citations

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